Language Modeling

Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder NAACL 2025 BiMark: Unbiased Multilayer Watermarking for Large Language Models ICML 2025 Binary Hypothesis Testing for Softmax Models and Leverage Score Models ICML 2025 BIRD: Bronze Inscription Restoration and Dating EMNLP 2025 BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment NAACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 C3oT: Generating Shorter Chain-of-Thought Without Compromising Effectiveness AAAI 2025 Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs ICML 2025 Can Perplexity Predict Finetuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali ACL 2025 Catch Me If You Can? Not Yet: LLMs Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors EMNLP 2025 CDW-CoT: Clustered Distance-Weighted Chain-of-Thoughts Reasoning AAAI 2025 CFP-Gen: Combinatorial Functional Protein Generation via Diffusion Language Models ICML 2025 Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning NAACL 2025 Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models AAAI 2025 Chain of Methodologies: Scaling Test Time Computation without Training ACL 2025 Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable ICLR 2025 Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025 Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025 Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models EMNLP 2025 Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025 ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations ACL 2025 CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025 Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency NAACL 2025 CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025 Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLM ACL 2025